Vasileios Belagiannis

2023

• Tsaregorodtsev A., Belagiannis V.:
  ParticleAugment: Sampling-based data augmentation
  In: Computer Vision and Image Understanding 228 (2023), Article No.: 103633
  ISSN: 1077-3142
  DOI: 10.1016/j.cviu.2023.103633
  BibTeX: Download

2022

• Kern N., Holzbock A., Grebner T., Belagiannis V., Dietmayer K., Waldschmidt C.:
  A Ground Truth System for Radar Measurements of Humans
  14th German Microwave Conference, GeMiC 2022 (Ulm, DEU, 16. May 2022 - 18. May 2022)
  In: 2022 German Microwave Conference, GeMiC 2022 2022
  BibTeX: Download

2021

• Bouazizi A., Kressel U., Belagiannis V.:
  Learning Temporal 3D Human Pose Estimation with Pseudo-Labels
  17th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2021 (Virtual, Online, USA, 16. November 2021 - 19. November 2021)
  In: AVSS 2021 - 17th IEEE International Conference on Advanced Video and Signal-Based Surveillance 2021
  DOI: 10.1109/AVSS52988.2021.9663755
  BibTeX: Download
• Bouazizi A., Wiederer J., Kressel U., Belagiannis V.:
  Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry
  16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 (Virtual, Jodhpur, IND, 15. December 2021 - 18. December 2021)
  In: Vitomir Struc, Marija Ivanovska (ed.): Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 2021
  DOI: 10.1109/FG52635.2021.9667074
  BibTeX: Download
• Casas L., Klimmek A., Navab N., Belagiannis V.:
  Adversarial signal denoising with encoder-decoder networks
  28th European Signal Processing Conference, EUSIPCO 2020 (Amsterdam, NLD, 24. August 2020 - 28. August 2020)
  In: European Signal Processing Conference 2021
  DOI: 10.23919/Eusipco47968.2020.9287738
  BibTeX: Download
• Conrad J., Jiang B., Kaesser P., Ortmanns M., Belagiannis V.:
  Nonlinearity Modeling for Mixed-Signal Inference Accelerators in Training Frameworks
  28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021 (Dubai, ARE, 28. November 2021 - 1. December 2021)
  In: 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021 - Proceedings 2021
  DOI: 10.1109/ICECS53924.2021.9665503
  BibTeX: Download
• Dawoud Y., Hornauer J., Carneiro G., Belagiannis V.:
  Few-Shot Microscopy Image Cell Segmentation
  European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020 (Virtual, Online, 14. September 2020 - 18. September 2020)
  In: Yuxiao Dong, Dunja Mladenic, Craig Saunders (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-67670-4_9
  BibTeX: Download
• Engel N., Belagiannis V., Dietmayer K.:
  Attention-based Vehicle Self-Localization with HD Feature Maps
  2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021 (Indianapolis, IN, USA, 19. September 2021 - 22. September 2021)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2021
  DOI: 10.1109/ITSC48978.2021.9564726
  BibTeX: Download
• Engel N., Dietmayer K., Belagiannis V.:
  Point transformer
  In: IEEE Access 9 (2021), p. 134826-134840
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3116304
  BibTeX: Download
• Hasan I., Setti F., Tsesmelis T., Amin S., Del Bue A., Cristani M., Galasso F., Belagiannis V.:
  Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (2021), p. 1267-1278
  ISSN: 0162-8828
  DOI: 10.1109/TPAMI.2019.2949414
  BibTeX: Download
• Hornauer J., Nalpantidis L., Belagiannis V.:
  Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware
  18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 (Virtual, Online, CAN, 11. October 2021 - 17. October 2021)
  In: Proceedings of the IEEE International Conference on Computer Vision 2021
  DOI: 10.1109/ICCVW54120.2021.00111
  BibTeX: Download
• Liu F., Tian Y., Cordeiro FR., Belagiannis V., Reid I., Carneiro G.:
  Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification
  12th International Workshop on Machine Learning in Medical Imaging, MLMI 2021, held in conjunction with 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021 (Virtual, 27. September 2021 - 27. September 2021)
  In: Chunfeng Lian, Xiaohuan Cao, Islem Rekik, Xuanang Xu, Pingkun Yan (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-87589-3_44
  BibTeX: Download
• Sachdeva R., Cordeiro FR., Reid I., Carneiro G., Belagiannis V.:
  EvidentialMix: Learning with combined open-set and closed-set noisy labels
  2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021 (Virtual, 5. January 2021 - 9. January 2021)
  In: Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021 2021
  DOI: 10.1109/WACV48630.2021.00365
  BibTeX: Download
• Schreiber M., Glaeser C., Dietmayer K., Belagiannis V.:
  Dynamic Occupancy Grid Mapping with Recurrent Neural Networks
  2021 IEEE International Conference on Robotics and Automation, ICRA 2021 (Xi'an, CHN, 30. May 2021 - 5. June 2021)
  In: Proceedings - IEEE International Conference on Robotics and Automation 2021
  DOI: 10.1109/ICRA48506.2021.9561375
  BibTeX: Download

2020

• Horn M., Engel N., Belagiannis V., Buchholz M., Dietmayer K.:
  DeepCLR: Correspondence-Less Architecture for Deep End-to-End Point Cloud Registration
  23rd IEEE International Conference on Intelligent Transportation Systems, ITSC 2020 (Rhodes, GRC, 20. September 2020 - 23. September 2020)
  In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020 2020
  DOI: 10.1109/ITSC45102.2020.9294279
  BibTeX: Download
• Schreiber M., Belagiannis V., Glaser C., Dietmayer K.:
  Motion Estimation in Occupancy Grid Maps in Stationary Settings Using Recurrent Neural Networks
  2020 IEEE International Conference on Robotics and Automation, ICRA 2020 (Paris, FRA, 31. May 2020 - 31. August 2020)
  In: Proceedings - IEEE International Conference on Robotics and Automation 2020
  DOI: 10.1109/ICRA40945.2020.9196702
  BibTeX: Download
• Strohbeck J., Mueller J., Schreiber M., Herrmann M., Wolf D., Buchholz M., Belagiannis V.:
  Multiple trajectory prediction with deep temporal and spatial convolutional neural networks
  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020 (Las Vegas, NV, USA, 24. October 2020 - 24. January 2021)
  In: IEEE International Conference on Intelligent Robots and Systems 2020
  DOI: 10.1109/IROS45743.2020.9341327
  BibTeX: Download
• Teich WG., Liu R., Belagiannis V.:
  Deep Learning versus High-order Recurrent Neural Network based Decoding for Convolutional Codes
  2020 IEEE Global Communications Conference, GLOBECOM 2020 (Virtual, Taipei, TWN, 7. December 2020 - 11. December 2020)
  In: 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings 2020
  DOI: 10.1109/GLOBECOM42002.2020.9348117
  BibTeX: Download
• Wiederer J., Bouazizi A., Kressel U., Belagiannis V.:
  Traffic control gesture recognition for autonomous vehicles
  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020 (Las Vegas, NV, USA, 24. October 2020 - 24. January 2021)
  In: IEEE International Conference on Intelligent Robots and Systems 2020
  DOI: 10.1109/IROS45743.2020.9341214
  BibTeX: Download

2019

• Belagiannis V., Farshad A., Galasso F.:
  Adversarial network compression
  15th European Conference on Computer Vision, ECCV 2018 (Munich, 8. September 2018 - 14. September 2018)
  In: Laura Leal-Taixé, Stefan Roth (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
  DOI: 10.1007/978-3-030-11018-5_37
  BibTeX: Download
• Engel N., Hoermann S., Horn M., Belagiannis V., Dietmayer K.:
  DeepLocalization: Landmark-based Self-Localization with Deep Neural Networks
  2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (Auckland, NZL, 27. October 2019 - 30. October 2019)
  In: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 2019
  DOI: 10.1109/ITSC.2019.8917005
  BibTeX: Download
• Muller J., Herrmann M., Strohbeck J., Belagiannis V., Buchholz M.:
  LACI: Low-effort Automatic Calibration of Infrastructure Sensors
  2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (Auckland, NZL, 27. October 2019 - 30. October 2019)
  In: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 2019
  DOI: 10.1109/ITSC.2019.8917310
  BibTeX: Download

2018

• Achilles F., Tombari F., Belagiannis V., Loesch AM., Noachtar S., Navab N.:
  Convolutional neural networks for real-time epileptic seizure detection
  In: Computer Methods in Biomechanics and Biomedical Engineering : Imaging & Visualization 6 (2018), p. 264-269
  ISSN: 2168-1163
  DOI: 10.1080/21681163.2016.1141062
  BibTeX: Download
• Carneiro G., Lu Z., Tavares JMRS., Cardoso JS., Bradley AP., Papa JP., Nascimento JC., Belagiannis V.:
  1st MICCAI workshop on deep learning in medical image analysis
  In: Computer Methods in Biomechanics and Biomedical Engineering : Imaging & Visualization 6 (2018), p. 241-242
  ISSN: 2168-1163
  DOI: 10.1080/21681163.2018.1457242
  BibTeX: Download

2017

• Belagiannis V., Zisserman A.:
  Recurrent Human Pose Estimation
  12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 (Washington, DC, 30. May 2017 - 3. June 2017)
  In: Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017 2017
  DOI: 10.1109/FG.2017.64
  BibTeX: Download
• Carneiro G., Tavares JMR., Bradley A., Papa JP., Nascimento JC., Cardoso JS., Lu Z., Belagiannis V.:
  Preface DLMIA 2017
  In: Tal Arbel, M. Jorge Cardoso (ed.): Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 3rd International Workshop, DLMIA 2017 and 7th International Workshop, ML-CDS 2017 Held in Conjunction with MICCAI 2017, Proceedings, Springer Verlag, 2017 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.10553 LNCS)
  BibTeX: Download

2016

• Albarqouni S., Baur C., Achilles F., Belagiannis V., Demirci S., Navab N.:
  AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images
  In: IEEE Transactions on Medical Imaging 35 (2016), p. 1313-1321
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2016.2528120
  BibTeX: Download
• Baur C., Milletari F., Belagiannis V., Navab N., Fallavollita P.:
  Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences
  In: International Journal of Computer Assisted Radiology and Surgery 11 (2016), p. 1319-1328
  ISSN: 1861-6410
  DOI: 10.1007/s11548-015-1325-8
  BibTeX: Download
• Belagiannis V., Amin S., Andriluka M., Schiele B., Navab N., Ilic S.:
  3D Pictorial Structures Revisited: Multiple Human Pose Estimation
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (2016), p. 1929-1942
  ISSN: 0162-8828
  DOI: 10.1109/TPAMI.2015.2509986
  BibTeX: Download
• Belagiannis V., Wang X., Ben Shitrit HB., Hashimoto K., Stauder R., Aoki Y., Kranzfelder M., Schneider A., Fua P., Ilic S., Feussner H., Navab N.:
  Parsing human skeletons in an operating room
  In: Machine Vision and Applications 27 (2016), p. 1035-1046
  ISSN: 1432-1769
  DOI: 10.1007/s00138-016-0792-4
  BibTeX: Download
• Laina I., Rupprecht C., Belagiannis V., Tombari F., Navab N.:
  Deeper depth prediction with fully convolutional residual networks
  4th International Conference on 3D Vision, 3DV 2016 (Stanford, CA, USA, 25. October 2016 - 28. October 2016)
  In: Proceedings - 2016 4th International Conference on 3D Vision, 3DV 2016 2016
  DOI: 10.1109/3DV.2016.32
  BibTeX: Download
• Rieke N., Tan DJ., Filippo CADS., Tombari F., Alsheakhali M., Belagiannis V., Eslami A., Navab N.:
  Real-time localization of articulated surgical instruments in retinal microsurgery
  In: Medical image analysis 34 (2016), p. 82-100
  ISSN: 1361-8423
  DOI: 10.1016/j.media.2016.05.003
  BibTeX: Download

2015

• Belagiannis V., Rupprecht C., Carneiro G., Navab N.:
  Robust optimization for deep regression
  15th IEEE International Conference on Computer Vision, ICCV 2015 (Santiago, 11. December 2015 - 18. December 2015)
  In: Proceedings of the IEEE International Conference on Computer Vision 2015
  DOI: 10.1109/ICCV.2015.324
  BibTeX: Download
• Belagiannis V., Wang X., Schiele B., Fua P., Ilic S., Navab N.:
  Multiple human pose estimation with temporally consistent 3D pictorial structures
  13th European Conference on Computer Vision, ECCV 2014 (Zurich, CHE, 6. September 2014 - 12. September 2014)
  In: Michael M. Bronstein, Carsten Rother, Lourdes Agapito (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015
  DOI: 10.1007/978-3-319-16178-5_52
  BibTeX: Download
• Nissler C., Mouriki N., Castellini C., Navab N., Belagiannis V.:
  OMG: Introducing optical myography as a new human machine interface for hand amputees
  14th IEEE/RAS-EMBS International Conference on Rehabilitation Robotics, ICORR 2015 (Singapore, 11. August 2015 - 14. August 2015)
  In: David Braun, Haoyong Yu, Domenico Campolo (ed.): IEEE International Conference on Rehabilitation Robotics 2015
  DOI: 10.1109/ICORR.2015.7281324
  BibTeX: Download
• Rieke N., Tan DJ., Alsheakhali M., Tombari F., Di San Filippo CA., Belagiannis V., Eslami A., Navab N.:
  Surgical tool tracking and pose estimation in retinal microsurgery
  DOI: 10.1007/978-3-319-24553-9_33
  BibTeX: Download
• Schubert F., Casaburo D., Dickmanns D., Belagiannis V.:
  Revisiting robust visual tracking using pixel-wise posteriors
  10th International Conference on Computer Vision Systems, ICVS 2015 (Copenhagen, 6. July 2015 - 9. July 2015)
  In: Antonios Gasteratos, Lazaros Nalpantidis, Volker Kruger, Jan-Olof Eklundh (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015
  DOI: 10.1007/978-3-319-20904-3_26
  BibTeX: Download
• Wang L., Marr C., Theis F., Yang GZ., Navab N., Belagiannis V.:
  Anatomic-landmark detection using graphical context modelling
  12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 (Brooklyn, NY, USA, 16. April 2015 - 19. April 2015)
  In: Proceedings - International Symposium on Biomedical Imaging 2015
  DOI: 10.1109/ISBI.2015.7164114
  BibTeX: Download
• Yigitsoy M., Djurka A., Katouzian A., Ilic S., Pernus E., Eslami A., Navab N., Belagiannis V.:
  Random ferns for multiple target tracking in microscopic retina image sequences
  12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 (Brooklyn, NY, USA, 16. April 2015 - 19. April 2015)
  In: Proceedings - International Symposium on Biomedical Imaging 2015
  DOI: 10.1109/ISBI.2015.7163851
  BibTeX: Download

2014

• Amann C., Navab N., Ilic S., Belagiannis V.:
  Holistic human pose estimation with regression forests
  8th International Conference on Articulated Motion and Deformable Objects, AMDO 2014 (ESP, 16. July 2014 - 18. July 2014)
  In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2014
  DOI: 10.1007/978-3-319-08849-5_3
  BibTeX: Download
• Belagiannis V., Amin S., Andriluka M., Schiele B., Navab N., Ilic S.:
  3D pictorial structures for multiple human pose estimation
  27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014 (Columbus, OH, USA, 23. June 2014 - 28. June 2014)
  In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014
  DOI: 10.1109/CVPR.2014.216
  BibTeX: Download
• Milletari F., Navab N., Fallavollita P., Belagiannis V.:
  Fully automatic catheter localization in C-arm images using ℓ1-sparse coding
  17th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 (USA, 14. September 2014 - 18. September 2014)
  In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2014
  DOI: 10.1007/978-3-319-10470-6_71
  BibTeX: Download
• Milletari F., Navab N., Fallavollita P., Belagiannis V.:
  Fully automatic catheter localization in C-arm images using ł1-sparse coding
  International Conference on Medical Image Computing and Computer-Assisted Intervention
  BibTeX: Download

2012

• Schubert F., Navab N., Ilic S., Belagiannis V.:
  Segmentation based particle filtering for real-time 2D object tracking
  12th European Conference on Computer Vision, ECCV 2012 (ITA, 7. October 2012 - 13. October 2012)
  In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2012
  DOI: 10.1007/978-3-642-33765-9_60
  BibTeX: Download

2009

• Kouskouridas R., Kyriakoulis N., Chrysostomou D., Belagiannis V., Mouroutsos SG., Gasteratos A.:
  The vision system of the ACROBOTER project
  2nd International Conference on Intelligent Robotics and Applications, ICIRA 2009 (SGP, 16. December 2009 - 18. December 2009)
  In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2009
  DOI: 10.1007/978-3-642-10817-4_94
  BibTeX: Download